{"id":"W2592742793","doi":"10.2147/ppa.s121838","title":"Evaluation of psoriasis patients&amp;rsquo; attitudes toward benefit&amp;ndash;risk and therapeutic trade-offs in their choice of treatments","year":2017,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes","funders":"Celgene","keywords":"Medicine; Psoriasis; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003490808,0.0002742959,0.0004367681,0.0001090467,0.0002128131,0.00002323257,0.0002361342,0.0001924814,0.0001086098],"category_scores_gemma":[0.0001866884,0.0002077404,0.00007030784,0.00006932101,0.000248763,0.0001885748,0.0001054899,0.0001175594,0.00001054582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003837297,"about_ca_system_score_gemma":0.00005749266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008603496,"about_ca_topic_score_gemma":0.0009266834,"domain_scores_codex":[0.9984185,0.0003182558,0.0004321662,0.0004232998,0.0001500158,0.0002578242],"domain_scores_gemma":[0.9985291,0.0002022336,0.0005785956,0.0004832958,0.0001721554,0.00003467137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001152849,0.0003716733,0.563803,0.00002763402,0.0001818639,7.275494e-8,0.001823616,0.00000295117,0.002902989,0.00002567715,0.00000281447,0.4307424],"study_design_scores_gemma":[0.003644721,0.0006605407,0.9825731,0.0001866657,0.0004501054,8.308868e-7,0.0001123077,0.000009300034,0.01126143,0.0007614836,0.0001469373,0.000192617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938284,0.004728843,0.000006331688,0.00001281227,0.0002306599,0.0006270635,0.0002611248,0.00001179032,0.0002930022],"genre_scores_gemma":[0.9978759,0.001756413,0.00006351207,0.00000810711,0.000008321541,0.0001118231,0.0001031016,0.00001087905,0.00006196027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4305498,"threshold_uncertainty_score":0.8471407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371396863128506,"score_gpt":0.3187690559098308,"score_spread":0.1816293695969803,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}